diff --git a/mypaper-final.tex b/mypaper-final.tex
index b79344ef04fb09c4939ae467c958e25ba1f3af46..c915840a7837fff1034e9a11ad8963d3b090dfd1 100644
--- a/mypaper-final.tex
+++ b/mypaper-final.tex
@@ -206,9 +206,16 @@ that are not amenable to filtering , and estimating the upper-bound
 of recall on entity-based filtering.
 
 
-The rest of the paper  is organized as follows. Section \ref{sec:desc} describes the dataset and section \ref{sec:fil} defines the task. In section  \ref{sec:lit}, we discuss related litrature folowed by a discussion of our method in \ref{sec:mthd}. Following that,  we present the experimental resulsy in \ref{sec:expr}, and discuss and analyze them in \ref{sec:analysis}. Towards the end, we discuss the impact of filtering choices on classification in section \ref{sec:impact}, examine and categorize unfilterable docuemnts in section \ref{sec:unfil}. Finally, we present our conclusions in \ref{sec:conc}.
-
-The rest of the paper  is organized as follows. Section \ref{sec:desc} describes the dataset and section \ref{sec:fil} defines the task. In section  \ref{sec:lit}, we discuss related literature folowed by a discussion of our method in \ref{sec:mthd}. Following that,  we present the experimental resulsy in \ref{sec:expr}, and discuss and analyze them in \ref{sec:analysis}. Towards the end, we discuss the impact of filtering choices on classification in section \ref{sec:impact}, examine and categorize unfilterable documents in section \ref{sec:unfil}. Finally, we present our conclusions in \ref{}{sec:conc}.
+The rest of the paper  is organized as follows. Section \ref{sec:desc}
+describes the dataset and section \ref{sec:fil} defines the task. In
+section  \ref{sec:lit}, we discuss related literature folowed by a
+discussion of our method in \ref{sec:mthd}. Following that,  we
+present the experimental resulsy in \ref{sec:expr}, and discuss and
+analyze them in \ref{sec:analysis}. Towards the end, we discuss the
+impact of filtering choices on classification in section
+\ref{sec:impact}, examine and categorize unfilterable documents in
+section \ref{sec:unfil}. Finally, we present our conclusions in
+\ref{sec:conc}.
 
 
 
